hex.schemas

Class DeepLearningScoringV2<I extends DeepLearningModel.DeepLearningScoring,S extends DeepLearningScoringV2<I,S>>

java.lang.Object

water.Iced

water.api.Schema<I,S>

hex.schemas.DeepLearningScoringV2<I,S>

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable

public class DeepLearningScoringV2<I extends DeepLearningModel.DeepLearningScoring,S extends DeepLearningScoringV2<I,S>>
extends water.api.Schema<I,S>

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class water.api.Schema

water.api.Schema.Meta

Field Summary

Fields

Modifier and Type	Field and Description
double	epoch_counter
long	score_training_samples
long	score_validation_samples
water.api.ConfusionMatrixBase	train_confusion_matrix
double	train_err
water.api.HitRatioBase	train_hitratio
double	train_mse
water.api.AUCBase	trainAUC
long	training_samples
long	training_time_ms
water.api.ConfusionMatrixBase	valid_confusion_matrix
double	valid_err
water.api.HitRatioBase	valid_hitratio
double	valid_mse
water.api.AUCBase	validAUC

Fields inherited from class water.api.Schema

__meta, _impl_class, _version_pattern

Constructor Summary

Constructors

Constructor and Description
DeepLearningScoringV2()

Method Summary

Methods inherited from class water.api.Schema

acceptsFrame, createAndFillImpl, createImpl, extractVersion, fillFromImpl, fillFromParms, fillImpl, getHighestSupportedVersion, getImplClass, getImplClass, getLatestVersion, getSchemaVersion, markdown, markdown, markdown, markdown, newInstance, register, registerAllSchemasIfNecessary, schema, schema, schema, schema, schema, schemaClass, schemaClass, schemaClass, schemaClass, schemas

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

epoch_counter

@API(help="Epoch Counter",
     direction=OUTPUT)
public double epoch_counter

training_samples

@API(help="Training Samples",
     direction=OUTPUT)
public long training_samples

training_time_ms

@API(help="Training Time (milliseconds)",
     direction=OUTPUT)
public long training_time_ms

score_training_samples

@API(help="Score for training samples",
     direction=OUTPUT)
public long score_training_samples

score_validation_samples

@API(help="Score for validation samples",
     direction=OUTPUT)
public long score_validation_samples

train_err

@API(help="Training Error",
     direction=OUTPUT)
public double train_err

valid_err

@API(help="Validation Error",
     direction=OUTPUT)
public double valid_err

train_confusion_matrix

@API(help="Confusion matrix for training samples",
     direction=OUTPUT)
public water.api.ConfusionMatrixBase train_confusion_matrix

valid_confusion_matrix

@API(help="Confusion matrix for validation samples",
     direction=OUTPUT)
public water.api.ConfusionMatrixBase valid_confusion_matrix

trainAUC

@API(help="Training AUC",
     direction=OUTPUT)
public water.api.AUCBase trainAUC

validAUC

@API(help="Validation AUC",
     direction=OUTPUT)
public water.api.AUCBase validAUC

train_hitratio

@API(help="Hit ratio on training data",
     direction=OUTPUT)
public water.api.HitRatioBase train_hitratio

valid_hitratio

@API(help="Hit ratio on validation data",
     direction=OUTPUT)
public water.api.HitRatioBase valid_hitratio

train_mse

@API(help="Training MSE",
     direction=OUTPUT)
public double train_mse

valid_mse

@API(help="Validation MSE",
     direction=OUTPUT)
public double valid_mse

Constructor Detail

DeepLearningScoringV2

public DeepLearningScoringV2()